Performance guarantees for model-based Approximate Dynamic Programming in continuous spaces

Paul N. Beuchat, Angelos Georghiou, John Lygeros

We study both the value function and Q-function formulation of the Linear Programming approach to Approximate Dynamic Programming. The approach is model-based and optimizes over a…